{"id":19449786,"url":"https://github.com/ckiplab/ckipnlp","last_synced_at":"2025-04-03T03:10:43.440Z","repository":{"id":37759392,"uuid":"178780155","full_name":"ckiplab/ckipnlp","owner":"ckiplab","description":"CKIP CoreNLP Toolkits","archived":false,"fork":false,"pushed_at":"2023-04-09T05:40:09.000Z","size":587,"stargazers_count":119,"open_issues_count":3,"forks_count":15,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-03-24T08:43:09.438Z","etag":null,"topics":["ckip","coreference-resolution","named-entity-recognition","nlp","part-of-speech-tagging","sentence-parsing","sentence-segmentation","word-segmentation"],"latest_commit_sha":null,"homepage":"https://ckipnlp.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ckiplab.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-04-01T03:37:22.000Z","updated_at":"2025-02-28T01:00:35.000Z","dependencies_parsed_at":"2022-08-08T21:31:12.788Z","dependency_job_id":"7e8803b0-6a96-441b-ab5c-3fa01da6ffba","html_url":"https://github.com/ckiplab/ckipnlp","commit_stats":null,"previous_names":[],"tags_count":29,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ckiplab%2Fckipnlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ckiplab%2Fckipnlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ckiplab%2Fckipnlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ckiplab%2Fckipnlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ckiplab","download_url":"https://codeload.github.com/ckiplab/ckipnlp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246927835,"owners_count":20856198,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ckip","coreference-resolution","named-entity-recognition","nlp","part-of-speech-tagging","sentence-parsing","sentence-segmentation","word-segmentation"],"created_at":"2024-11-10T16:33:57.722Z","updated_at":"2025-04-03T03:10:43.418Z","avatar_url":"https://github.com/ckiplab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"CKIP CoreNLP Toolkit\n--------------------\n\nFeatures\n^^^^^^^^\n\n- Sentence Segmentation\n- Word Segmentation\n- Part-of-Speech Tagging\n- Named-Entity Recognition\n- Constituency Parsing\n- Coreference Resolution\n\nGit\n^^^\n\nhttps://github.com/ckiplab/ckipnlp\n\n|GitHub Version| |GitHub Release| |GitHub Issues|\n\n.. |GitHub Version| image:: https://img.shields.io/github/v/release/ckiplab/ckipnlp.svg?maxAge=3600\n   :target: https://github.com/ckiplab/ckipnlp/releases\n\n.. |GitHub License| image:: https://img.shields.io/github/license/ckiplab/ckipnlp.svg?maxAge=3600\n   :target: https://github.com/ckiplab/ckipnlp/blob/master/LICENSE\n\n.. |GitHub Release| image:: https://img.shields.io/github/release-date/ckiplab/ckipnlp.svg?maxAge=3600\n\n.. |GitHub Downloads| image:: https://img.shields.io/github/downloads/ckiplab/ckipnlp/total.svg?maxAge=3600\n   :target: https://github.com/ckiplab/ckipnlp/releases/latest\n\n.. |GitHub Issues| image:: https://img.shields.io/github/issues/ckiplab/ckipnlp.svg?maxAge=3600\n   :target: https://github.com/ckiplab/ckipnlp/issues\n\n.. |GitHub Forks| image:: https://img.shields.io/github/forks/ckiplab/ckipnlp.svg?style=social\u0026label=Fork\u0026maxAge=3600\n\n.. |GitHub Stars| image:: https://img.shields.io/github/stars/ckiplab/ckipnlp.svg?style=social\u0026label=Star\u0026maxAge=3600\n\n.. |GitHub Watchers| image:: https://img.shields.io/github/watchers/ckiplab/ckipnlp.svg?style=social\u0026label=Watch\u0026maxAge=3600\n\nPyPI\n^^^^\n\nhttps://pypi.org/project/ckipnlp\n\n|PyPI Version| |PyPI License| |PyPI Downloads| |PyPI Python| |PyPI Implementation| |PyPI Status|\n\n.. |PyPI Version| image:: https://img.shields.io/pypi/v/ckipnlp.svg?maxAge=3600\n   :target: https://pypi.org/project/ckipnlp\n\n.. |PyPI License| image:: https://img.shields.io/pypi/l/ckipnlp.svg?maxAge=3600\n   :target: https://github.com/ckiplab/ckipnlp/blob/master/LICENSE\n\n.. |PyPI Downloads| image:: https://img.shields.io/pypi/dm/ckipnlp.svg?maxAge=3600\n   :target: https://pypi.org/project/ckipnlp#files\n\n.. |PyPI Python| image:: https://img.shields.io/pypi/pyversions/ckipnlp.svg?maxAge=3600\n\n.. |PyPI Implementation| image:: https://img.shields.io/pypi/implementation/ckipnlp.svg?maxAge=3600\n\n.. |PyPI Format| image:: https://img.shields.io/pypi/format/ckipnlp.svg?maxAge=3600\n\n.. |PyPI Status| image:: https://img.shields.io/pypi/status/ckipnlp.svg?maxAge=3600\n\nDocumentation\n^^^^^^^^^^^^^\n\nhttps://ckipnlp.readthedocs.io/\n\n|ReadTheDocs Home|\n\n.. |ReadTheDocs Home| image:: https://img.shields.io/website/https/ckipnlp.readthedocs.io.svg?maxAge=3600\u0026up_message=online\u0026down_message=offline\n   :target: https://ckipnlp.readthedocs.io\n\nOnline Demo\n^^^^^^^^^^^\n\nhttps://ckip.iis.sinica.edu.tw/service/corenlp\n\nContributers\n^^^^^^^^^^^^\n\n* `Mu Yang \u003chttps://muyang.pro\u003e`__ at `CKIP \u003chttps://ckip.iis.sinica.edu.tw\u003e`__ (Author \u0026 Maintainer)\n* `Wei-Yun Ma \u003chttps://www.iis.sinica.edu.tw/pages/ma/\u003e`__ at `CKIP \u003chttps://ckip.iis.sinica.edu.tw\u003e`__ (Maintainer)\n* `DouglasWu \u003cdgrey1116@gmail.com\u003e`__\n\nInstallation\n------------\n\nRequirements\n^^^^^^^^^^^^\n\n* `Python \u003chttps://www.python.org\u003e`__ 3.6+\n* `TreeLib \u003chttps://treelib.readthedocs.io\u003e`__ 1.5+\n* `CkipTagger \u003chttps://pypi.org/project/ckiptagger\u003e`__ 0.2.1+ [Optional, Recommended]\n* `CkipClassic \u003chttps://ckip-classic.readthedocs.io\u003e`__ 1.0+ [Optional, Recommended]\n* `TensorFlow / TensorFlow-GPU \u003chttps://www.tensorflow.org/\u003e`__ 1.13.1+ [Required by CkipTagger]\n\nDriver Requirements\n^^^^^^^^^^^^^^^^^^^\n\n================================  ========  ==========  ===========\nDriver                            Built-in  CkipTagger  CkipClassic\n================================  ========  ==========  ===========\nSentence Segmentation             ✔\nWord Segmentation†                          ✔           ✔\nPart-of-Speech Tagging†                     ✔           ✔\nConstituency Parsing                                    ✔\nNamed-Entity Recognition                    ✔\nCoreference Resolution‡           ✔         ✔           ✔\n================================  ========  ==========  ===========\n\n- † These drivers require only one of either backends.\n- ‡ Coreference implementation does not require any backend, but requires results from word segmentation, part-of-speech tagging, constituency parsing, and named-entity recognition.\n\nInstallation via Pip\n^^^^^^^^^^^^^^^^^^^^\n\n- No backend (not recommended): ``pip install ckipnlp``.\n- With CkipTagger backend (recommended): ``pip install ckipnlp[tagger]`` or ``pip install ckipnlp[tagger-gpu]``.\n- With CkipClassic Parser Client backend (recommended): ``pip install ckipnlp[classic]``.\n- With CkipClassic offline backend: Please refer https://ckip-classic.readthedocs.io/en/latest/main/readme.html#installation for CkipClassic installation guide.\n\n.. attention::\n   To use CkipClassic Parser Client backend, please\n\n   #. Register an account at http://parser.iis.sinica.edu.tw/v1/reg.php\n   #. Set the username and password in the pipeline's options:\n\n   .. code-block:: python\n\n      pipeline = CkipPipeline(opts={'con_parser': {'username': YOUR_USERNAME, 'password': YOUR_PASSWORD})\n\n\n\nDetail\n------\n\nSee https://ckipnlp.readthedocs.io/ for full documentation.\n\nLicense\n-------\n\n|GPL-3.0|\n\nCopyright (c) 2018-2023 `CKIP Lab \u003chttps://ckip.iis.sinica.edu.tw\u003e`__ under the `GPL-3.0 License \u003chttps://www.gnu.org/licenses/gpl-3.0.html\u003e`__.\n\n.. |GPL-3.0| image:: https://www.gnu.org/graphics/gplv3-with-text-136x68.png\n   :target: https://www.gnu.org/licenses/gpl-3.0.html\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fckiplab%2Fckipnlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fckiplab%2Fckipnlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fckiplab%2Fckipnlp/lists"}